Probabilistic Mechanistic Models for Genomics research group / Antti Honkela

Differentially private partitioned variational inference
Heikkilä, M., Ashman, M., Swaroop, S., Turner, R. E. & Honkela, A., 2023, (Accepted/In press) In: Transactions on machine learning research. 33 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
Digital public health leadership in the global fight for health security
AlKnawy, B., Kozlakidis, Z., Tarkoma, S., Bates, D., Honkela, A., Crooks, G., Rhee, K. & McKillop, M., Feb 2023, In: BMJ global health. 8, 2, 10 p.
Research output: Contribution to journal › Article › Scientific › peer-review

Open Access
File
Individual Privacy Accounting with Gaussian Differential Privacy
Koskela, A., Tobaben, M. & Honkela, A., 2023. 25 p.
Research output: Conference materials › Poster › peer-review

Open Access
File
d3p - A Python Package for Differentially-Private Probabilistic Programming
Prediger, L., Loppi, N., Kaski, S. & Honkela, A., 2022, In: Proceedings on Privacy Enhancing Technologies. 2022, 2, p. 407-425
Research output: Contribution to journal › Conference article › Scientific › peer-review

Open Access
File
Tekoälystä tietoturvallista
Honkela, A., 2022, Tekoälyratkaisut tänään ja tulevaisuudessa. Eduskunnan tulevaisuusvaliokunta, p. 121-127 (Eduskunnan tulevaisuusvaliokunnan julkaisuja).
Research output: Chapter in Book/Report/Conference proceeding › Chapter › General public

Open Access
File

Conference on Neural Information Processing System (Event)
Antti Honkela (Programme Committee Member)
2021 → …
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
NeurIPS 2021 workshop on Privacy in Machine Learning
Antti Honkela (Member of organizing committee)
14 Dec 2021
Activity: Participating in or organising an event types › Organisation and participation in conferences, workshops, courses, seminars
38th International Conference on Machine Learning (ICML 2021) (Event)
Antti Honkela (Programme Committee Member)
2021 → …
Activity: Publication peer-review and editorial work types › Editor of research anthology/collection/conference proceedings
Eduskunnan tulevaisuusvaliokunta (External organisation)
Antti Honkela (Expert)
29 Oct 2021
Activity: Membership types › Membership or other role in national/international committee, council, board
Data anonymisation, GDPR and differential privacy
Sam Wrigley (Speaker) & Antti Honkela (Speaker)
28 Feb 2020
Activity: Talk or presentation types › Invited talk

International and National Collaboration